Out-of-Distribution Detection on ImageNet-200 (ID) vs OpenImage-O (OOD) 1.0 (test)
91.97AUROCELogitNorm
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ELogitNormBackbone=ResNet50, ID Dataset=ImageNet1K, OOD Score=MSP2025.04 | 91.97 | 30.07 | |
| LogitNormBackbone=ResNet50, ID Dataset=ImageNet1K, OOD Score=MSP2025.04 | 90.75 | 32.38 | |
| Cross-EntropyBackbone=ResNet50, ID Dataset=ImageNet1K, OOD Score=MSP2025.04 | 84.86 | 50.13 |